| 2025 | HCI | Automated Detection of Human Values in Texts: ML Challenges and Performance Benchmarks. | Olga Rink, Archil Maysuradze, Artem Fedorov, Roman Ischenko, Anna Korchagina, Andrey Tabachenkov, Ilya Tsybanov, Konstantin V. Vorontsov |
| 2024 | AIST | Iterative Improvement of an Additively Regularized Topic Model. | Alex Gorbulev, Vasiliy Alekseev, Konstantin V. Vorontsov |
| 2024 | HCI | Detecting Human Values and Sentiments in Large Text Collections with a Context-Dependent Information Markup: A Methodology and Math. | Olga Rink, Viktor Lobachev, Konstantin V. Vorontsov |
| 2024 | HCI | Digital Publics and the Ukraine Dilemma: Topic Modelling of the Cumulative Twitter Discussion. | Anna Sytnik, Polina Chernikova, Konstantin V. Vorontsov, Mariia Bazlutckaia |
| 2023 | AIST | Determination of the Number of Topics Intrinsically: Is It Possible? | Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov |
| 2022 | RecSys | Multiobjective Evaluation of Reinforcement Learning Based Recommender Systems. | Alexey Grishanov, Anastasia Ianina, Konstantin V. Vorontsov |
| 2020 | ACL | Topic Balancing with Additive Regularization of Topic Models. | Eugenia Veselova, Konstantin V. Vorontsov |
| 2020 | FRUCT | Learning Topic Models with Arbitrary Loss. | Murat Apishev, Konstantin V. Vorontsov |
| 2020 | LREC | TopicNet: Making Additive Regularisation for Topic Modelling Accessible. | Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov, Darya Polyudova, Eugenia Veselova, Alexey Goncharov, Evgeniy S. Egorov |
| 2019 | FRUCT | Regularized Multimodal Hierarchical Topic Model for Document-by-Document Exploratory Search. | Anastasia Ianina, Konstantin V. Vorontsov |
| 2019 | RANLP | Lexical Quantile-Based Text Complexity Measure. | Maksim Eremeev, Konstantin V. Vorontsov |
| 2017 | FRUCT | Fast and modular regularized topic modelling. | Denis Kochedykov, Murat Apishev, Lev Golitsyn, Konstantin V. Vorontsov |
| 2015 | AIST | BigARTM: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections. | Konstantin V. Vorontsov, Oleksandr Frei, Murat Apishev, Peter Romov, Marina Dudarenko |
| 2015 | CIKM | Non-Bayesian Additive Regularization for Multimodal Topic Modeling of Large Collections. | Konstantin V. Vorontsov, Oleksandr Frei, Murat Apishev, Peter Romov, Marina Suvorova, Anastasia Yanina |
| 2014 | AIST | Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization. | Konstantin V. Vorontsov, Anna Potapenko |
| 2013 | ECIR | Robust PLSA Performs Better Than LDA. | Anna Potapenko, Konstantin V. Vorontsov |